RT Journal Article T1 Suggestions for promoting SOC storage within the carbon farming framework: Analyzing the INFOSOLO database A1 Cunha, Carlos A1 Castanheira, Nádia Luísa A1 Ramos, Tiago Brito A1 Martinho, Vítor João Pereira Domingues A1 Ferreira, António José Dinis A1 Pereira, José Luís da Silva A1 Sánchez Carreira, María del Carmen K1 Land use K1 Land cover K1 Soil characteristics K1 Machine learning K1 Organic carbon AB The new world challenges under climate change call for eco-friendly practices that make agriculture’s economic and social dimensions compatible with environmental preservation and ecosystem resilience. Carbon farming has emerged as an interesting alternative for dealing with these new frameworks, as it promotes conservation agriculture with practices that increase carbon sequestration in soils and plants. Considering these motivations, this research intends to bring more insights into the levels of soil organic carbon (SOC) in the Portuguese context, and this variable is interrelated with land use, land attributes, and soil characteristics. Statistical information from the INFOSOLO legacy database was analyzed through statistical methodologies and machine-learning approaches. The findings provide interesting support for the stakeholders about the influence of land use and soil types on the levels of SOC. PB De Gruyter YR 2025 FD 2025 LK https://hdl.handle.net/10347/43458 UL https://hdl.handle.net/10347/43458 LA eng NO Cunha, C., Castanheira, N. L., Ramos, T. B., Martinho, V. J. P. D., Ferreira, A. J. D., Pereira, J. L. D. S., & Sánchez-Carreira, M. D. C. (2025). Suggestions for promoting SOC storage within the carbon farming framework: Analyzing the INFOSOLO database. Open Agriculture, 10(1), 20250433.https://doi.org/10.1515/opag-2025-0433 NO This work was developed under the Science4Policy 2023 (S4P-23): annual science for policy project call, an initiative by PlanAPP – Competence Centre for Planning, Policy and Foresight in Public Administration in partnership with the Foundation for Science and Technology, financed by Portugal’s Recovery and Resilience Plan. This work is funded by National Funds through the FCT – Foundation for Science and Technology, I.P., within the scope of the project Refa UIDB/00681 (https://doi.org/10.54499/UIDP/ 00681/2020). DS Minerva RD 24 abr 2026